Sensitivity analysis for unobserved confounding in causal mediation analysis allowing for effect modification, censoring and truncation
type: Item
instance of: scholarly article
title: Sensitivity analysis for unobserved confounding in causal mediation analysis allowing for effect modification, censoring and truncation
author: Anita Lindmark
published in: Statistical Methods and Applications
publication date: 2022-10-04T00:00:00Z
Mathematics Subject Classification ID: 62-XX
zbMATH DE Number: 7596121
zbMATH Keywords: causal inference
zbMATH Keywords: indirect effect
zbMATH Keywords: direct effect
zbMATH Keywords: parametric estimation
zbMATH Keywords: sequential ignorability
zbMATH Keywords: uncertainty interval
describes a project that uses: maxLik
describes a project that uses: medflex
describes a project that uses: rsimsum
describes a project that uses: mediation
describes a project that uses: SAS
describes a project that uses: R
describes a project that uses: Maxlik
describes a project that uses: sensmediation
describes a project that uses: SPSS
describes a project that uses: AER
MaRDI profile type: Publication
full work available at URL: s10260-021-00611-4
OpenAlex ID: W4200430291
cites work: Exact parametric causal mediation analysis for a binary outcome with a binary mediator
cites work: Uncertainty intervals for regression parameters with non-ignorable missingness in the outcome
cites work: Social Experimentation, Truncated Distributions, and Efficient Estimation
cites work: maxLik: a package for maximum likelihood estimation in R
cites work: Identification, inference and sensitivity analysis for causal mediation effects
cites work: Applied Econometrics with R
cites work: Properties of the QME under asymmetrically distributed disturbances
cites work: Quadratic mode regression
cites work: Symmetrically Trimmed Least Squares Estimation for Tobit Models
cites work: Design of observational studies
cites work: Semiparametric theory for causal mediation analysis: efficiency bounds, multiple robustness and sensitivity analysis
cites work: Estimation of Relationships for Limited Dependent Variables
cites work: Conceptual issues concerning mediation, interventions and composition
cites work: Q3427567
DOI: 10.1007/S10260-021-00611-4
description: scientific article; zbMATH DE number 7596121